Data and AI

3,698 projects whose own agent configuration covers data and ai. These are not mods to install — they are how the maintainers of these repositories tell an agent what to do, and what to avoid.

All projects Building agents7,450Claude Code6,586Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283

Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro

ProjectStarsConfiguresFilesAlways loaded
cboxdk/statamic-mcp cbox.dk MCP (Model Context Protocol) server for Statamic CMS v6 — gives AI assistants structured a 36 Claude Code 1 9,690 tok
glazperle/kimai_mcp A comprehensive Model Context Protocol (MCP) server for Kimai time-tracking integration. P 36 Claude Code 1 8,455 tok
starwind-ui/starwind-ui-mcp starwind.dev Framework-aware Starwind UI v3 tools for Astro and React setup, components, docs, and migr 35 Codex, OpenCode 1 258 tok
religa/multi_mcp Multi-Model chat, code review and analysis MCP Server for Claude Code 35 Claude Code 1 3,146 tok
mikechao/metmuseum-mcp Met Museum MCP integration to discover the art collection at The Metropolitan Museum of Ar 35 Claude Code, Codex, OpenCode 2 1,493 tok
elgorro/aiquila Connect Claude AI to your Nextcloud via the Model Context Protocol. Browse, search, and ma 35 Claude Code 1 2,118 tok
MichelKerkmeester/skilled-agent-harness_spec-driven-loops AI-assisted coding setup that helps you spend less time re-explaining context, and more ti 35 Claude Code, Codex, OpenCode 10 10,831 tok
PaloAltoNetworks/pan-mcp-relay Palo Alto Networks AI Runtime Security Model Context Protocol (MCP) Relay Server 34 Gemini CLI 1 1,173 tok
zcf0508/unplugin-devpilot discord.gg A universal plugin framework for development tools that enables seamless browser-server co 34 Claude Code, Codex, OpenCode 2 223 tok
blencorp/capture-mcp-server AI-native Model Context Protocol (MCP) server that integrates SAM.gov, USASpending.gov, an 34 Claude Code 1 1,563 tok
vredrick/n8n-mcp n8n MCP Server - Documentation and tools for n8n nodes via Model Context Protocol with SSE 34 Claude Code 1 7,234 tok
HIDORAKAI002/ai-workspace-archive A massive, self-updating local archive of AI tools — 11,000+ agent skills, 240+ MCP server 34 Claude Code, GitHub Copilot 2 2,797 tok
tsuru0805/llm-nursery Parenting Simulator: Raise a small language model as a child—feed it data, deal with midni 34 Codex, OpenCode 1 4,881 tok
nirholas/extract-llms-docs llm.energy Extract documentation for AI agents from any site with llms.txt support. Features MCP serv 33 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 722 tok
possible055/relace-mcp Unofficial Relace MCP client with AI features. Personal project; not affiliated with or en 33 GitHub Copilot 1 1,507 tok
nonatofabio/local_faiss_mcp Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search fo 33 Claude Code 1 1,676 tok
sfc-gh-dflippo/snowflake-dbt-demo This project demonstrates many of dbt's features when used with the Snowflake Data Cloud 33 Claude Code, Codex, OpenCode 24 10,406 tok
frmoretto/clarity-gate clarity-gate.org Stop LLMs from hallucinating your guesses as facts. Clarity Gate is a verification protoco 33 Claude Code, Codex, OpenCode 2 1,163 tok
kernel/kernel-mcp-server mcp.onkernel.com Open-source MCP server for secure, low-latency cloud-browser automation on Kernel. 33 Codex, OpenCode 1 1,090 tok
AbdullahHameedKhan/karpathy-ponytail-skills Karpathy's LLM coding guidelines merged with Ponytail's laziness ladder, think before codi 33 Claude Code, Codex, OpenCode 2 2,217 tok
ethancod1ng/binance-mcp-server npmjs.com A Model Context Protocol (MCP) server for integrating AI assistants with Binance cryptocur 32 Claude Code 1 1,141 tok
arcadeai-labs/agent-library arcadeai-labs.github.io Agent Library personal knowledge base with a search and retrieval system MCP Server and CL 32 Claude Code 1 4,612 tok
zap-coding-agent/zap-coding-agent zap.justpush.cloud ZAP is a terminal-first, local AI coding agent built in Rust. It uses AST-powered codebase 32 Claude Code 1 294 tok
willibrandon/NetContextServer A .NET implementation of the Model Context Protocol enabling AI assistants to explore and 32 Claude Code 1 776 tok
floomhq/moto Floom's terminal IDE for AI agents: Claude control plane, Codex workers, Docker runtime, h 32 Codex, OpenCode 1 868 tok
SUSE/suse-ai-up A comprehensive platform for managing and proxying Model Context Protocol (MCP) servers, p 32 Codex, OpenCode 1 1,026 tok
DumplingAI/mcp-server-dumplingai MCP (Model Context Protocol) server for Dumpling AI 31 Claude Code 1 70 tok
alexanderop/mcp-server-starter-ts A minimal TypeScript starter template for building Model Context Protocol (MCP) servers. 31 Claude Code 3 800 tok
klever-io/mcp-klever-vm MCP server for Klever blockchain smart contract development 31 Claude Code 1 1,840 tok
CharlieDigital/runjs The only MCP server you need: let your LLM generate and safely execute JavaScript -- inclu 31 GitHub Copilot 1 527 tok
lourencomaciel/sift-gateway pypi.org Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-complete JS 31 Claude Code 1 1,640 tok
townsendmerino/ken Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble. 31 Claude Code, Codex 2 7,194 tok
BatterWorks/Hatchdoor hatchdoor.battercloud.cc Self-hosted, agent-native web app and MCP server for your Obsidian-style Markdown vault. B 31 Codex, OpenCode 1 1,907 tok
laurigates/foundryvtt-mcp A Model Context Protocol (MCP) server that integrates with FoundryVTT, allowing AI assista 31 Claude Code 2 936 tok
kts982/mcp-sap-gui MCP server for SAP GUI for Windows automation via the SAP GUI Scripting API. 31 Claude Code 3
Emily2040/nano-banana-image-skill Production-grade, agent-portable image prompting skill for Nano Banana Pro and Nano Banana 30 Claude Code, Codex, Gemini CLI, OpenCode 3 908 tok
iwen-conf/apifox-mcp Apifox MCP server - lets AI assistants such as Claude manage your Apifox projects through 30 Codex, OpenCode 1 772 tok
samuraikun/aws-s3-mcp MCP server to integrate AWS S3 and LLM 30 Claude Code 1 1,096 tok
Shin-sibainu/google-search-console-mcp-server Model Context Protocol server for Google Search Console API - integrate with Claude Code a 30 Claude Code 1 1,217 tok
isakskogstad/Riksdag-Regering-MCP MCP-server that provides LLMs with easy access to open data from the Swedish Government Of 30 Codex, OpenCode 1 634 tok
kpavlov/tachyon deepwiki.com 💫 Tachyon MCP Runtime for Java and Kotlin - Model Context Protocol (MCP) server with Stre 30 Claude Code, Codex, Gemini CLI, OpenCode 5 980 tok
anzax/dockashell DockaShell is an MCP server that gives AI agents isolated Docker containers to work in. MC 30 Claude Code, Codex, OpenCode 2 867 tok
verygoodplugins/mcp-local-wp MCP server for WordPress database access via Local by Flywheel 30 Claude Code 1 1,088 tok
Jordan-Jarvis/jenkins-mcp-enterprise The most advanced Jenkins MCP server available - Enterprise debugging, multi-instance mana 30 Codex, OpenCode 1 3,105 tok
JNHFlow21/social-media-toolkit Public Python SDK, CLI, and MCP server for extracting metadata, text, timed transcripts, m 30 Codex, OpenCode 1 1,026 tok
suiflex/suitest suitest.suiflex.dev Self-hostable, MCP-native testing platform. Manual test management, deterministic runs, op 30 Claude Code, Codex, Gemini CLI, OpenCode 3 4,876 tok
nidhinjs/prompt-mini A Claude Code plugin that stops vague prompts before they run. Detects your stack, asks ta 29 Claude Code 1 1,208 tok
jtalk22/slack-mcp-server mcp.revasserlabs.com Catch up on Slack without reading it. Unreads, threads, search. Browser-session or hosted 29 Claude Code 2 2,198 tok
ikcode-dev/copilot-kit A curated collection of GitHub Copilot prompts, instructions, chat modes, and MCP servers 29 GitHub Copilot 5 5,537 tok
wyattjoh/imessage-mcp A Model Context Protocol server for reading iMessage data from macOS. 29 Claude Code 1 1,141 tok